diff --git a/jupyter/datascience/ubi9-python-3.9/runtime-images/rocm-pytorch-ubi9-py39.json b/jupyter/datascience/ubi9-python-3.9/runtime-images/rocm-pytorch-ubi9-py39.json
new file mode 100644
index 000000000..74f78acbd
--- /dev/null
+++ b/jupyter/datascience/ubi9-python-3.9/runtime-images/rocm-pytorch-ubi9-py39.json
@@ -0,0 +1,12 @@
+{
+    "display_name": "Pytorch with ROCm and Python 3.9 (UBI9)",
+    "metadata": {
+      "tags": [
+        "rocm-pytorch"
+      ],
+      "display_name": "Pytorch with ROCm and Python 3.9 (UBI9)",
+      "image_name": "quay.io/opendatahub/workbench-images@sha256:519b7f4ea9a16065ba2213389de4e38ee4afa3084f3b8b770157818928ad0f7a",
+      "pull_policy": "IfNotPresent"
+    },
+    "schema_name": "runtime-image"
+  }
diff --git a/jupyter/datascience/ubi9-python-3.9/runtime-images/rocm-tensorflow-ubi9-py39.json b/jupyter/datascience/ubi9-python-3.9/runtime-images/rocm-tensorflow-ubi9-py39.json
new file mode 100644
index 000000000..8e9b9c254
--- /dev/null
+++ b/jupyter/datascience/ubi9-python-3.9/runtime-images/rocm-tensorflow-ubi9-py39.json
@@ -0,0 +1,12 @@
+{
+    "display_name": "TensorFlow with ROCm and Python 3.9 (UBI9)",
+    "metadata": {
+      "tags": [
+        "rocm-tensorflow"
+      ],
+      "display_name": "TensorFlow with ROCm and Python 3.9 (UBI9)",
+      "image_name": "quay.io/opendatahub/workbench-images@sha256:a1bbf6153921b60cb58f094d110bf6dc054d13a07c4c513a6b994d1b74a8b60e",
+      "pull_policy": "IfNotPresent"
+    },
+    "schema_name": "runtime-image"
+  }